Personal publications
Reinaldo Bianchi (7 publications)
2012
L. A. Celiberto; J.P. Matsuura; Ramon López de Mántaras; Reinaldo Bianchi "Reinforcement Learning with Case-Based Heuristics for RoboCup Soccer Keepaway", 2012 Brazilian Robotics Symposium and Latin American Robotics Symposium, Fortaleza, Brasil, pp. 7-13, 2012.
2010
Reinaldo Bianchi; Ramon López de Mántaras "Case-Based Multiagent Reinforcement Learning: Cases as Heuristics for Selection of Actions", ECAI 2010: 19th European Conference on Artificial Intelligence, Lisbone, Portugal, IOS Press, pp. 355-360, 16/08/2010.
Reinaldo Bianchi; Arnau Ramisa; Ramon López de Mántaras "Automatic Selection of Object Recognition Methods using Reinforcement Learning.", Advances in Machine Learning I (dedicated to the memory of Prof. Ryszard S. Michalski). Studies in Computational Inteligence, vol. 262: Springer Studies in Computational Inteligence, pp. 421-439, 2010.
L. A. Celiberto; J.P. Matsuura; Reinaldo Bianchi; Ramon López de Mántaras "Using Transfer Learning to Speed-Up Reinforcement Learning: A Case-Based Approach", IEEE Latin American Robotics Symposium and Intelligent Robotics Meeting, Brasil, IEEE, pp. 55-60, 2010.
2009
Reinaldo Bianchi; Ramon López de Mántaras "Should I Trust my Teammates? An experiment in Heuristic Multiagent Reinforcement Learning", IJCAI Workshop on Grand Challenges for Reasoning from Experiences, Los Angeles, California, IJCAI, pp. 11-15, 11/07/2009.
Reinaldo Bianchi; Raquel Ros; Ramon López de Mántaras "Improving Reinforcement Learning by using Case-Based Heuristics", ICCBR'09: 8th International Conference on Case-Based Reasoning. Lecture Notes in Artificial Intelligence , vol. 5650: Lecture Notes in Artificial Intelligence, Springer, pp. 75-89, 2009. Abstract
2008
Reinaldo Bianchi; Arnau Ramisa; Ramon López de Mántaras "Learning to select Object Recognition Methods for Autonomous Robots", 18th European Conference on Artificial Intelligence, Patras, Grecce, IOS Press, pp. 927-928, 2008.